Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9884447 0.9363473
bt 0.9366706 0.7649573
maxnet 0.9455409 0.8184885
gam 0.9539193 0.7726046
glm 0.9400585 0.7911606

Variable Importance

Partial Dependence